{"id":4213,"date":"2026-01-06T09:40:12","date_gmt":"2026-01-06T04:10:12","guid":{"rendered":"https:\/\/vajiramandravi.com\/upsc-exam\/?p=4213"},"modified":"2026-01-07T11:43:04","modified_gmt":"2026-01-07T06:13:04","slug":"robotics-in-warfare","status":"publish","type":"post","link":"https:\/\/vajiramandravi.com\/upsc-exam\/robotics-in-warfare\/","title":{"rendered":"Robotics in Warfare, Advantages and Disadvantages, UPSC Notes"},"content":{"rendered":"

In the era of modern warfare, the use of Robotics is rising rapidly. Robots can easily and safely\u00a0perform tasks<\/strong>\u00a0that would otherwise\u00a0endanger human lives<\/strong>\u00a0and they do it\u00a0faster\u00a0<\/strong>and more\u00a0efficiently\u00a0<\/strong>than with conventional methods. In military missions, robots are proving\u00a0attractive\u00a0<\/strong>for roles to fill the\u00a0three D\u2019s (Dull, Dirty, or Dangerous)<\/strong>. For example, using robots in\u00a0mine detection<\/strong>\u00a0as a human. Today\u2019s robots can do the same task in about a fifth of the time and with greater\u00a0accuracy<\/strong>. They provide an extended stand-off and reduce the risk of exposure.<\/p>\r\n

Understanding Robotics in Battlefield<\/h2>\r\n

Robotics<\/strong>, a multidisciplinary field including\u00a0engineering\u00a0<\/strong>and\u00a0computer science<\/strong>, revolves around the\u00a0creation, design, production, and operation of robots<\/strong>. These\u00a0automated machines\u00a0<\/strong>are capable of performing specific tasks with minimal or no human intervention.<\/p>\r\n

Features<\/h3>\r\n
    \r\n\t
  • Dodging Unconventional Threats:<\/strong>\u00a0Robotics creates\u00a0intelligent machines<\/strong>\u00a0that can assist humans in a variety of ways. The emergence of unconventional threats and advanced technologies necessitates a re-visit of military strategies.<\/li>\r\n\t
  • Unmanned Systems:\u00a0<\/strong>In the armed forces, the term\u00a0'unmanned systems'<\/strong>\u00a0is commonly used to refer to these\u00a0military robots<\/strong>.<\/li>\r\n\t
  • Mobility of Robots:<\/strong>\u00a0Robots designed for\u00a0battlefield\u00a0<\/strong>applications are typically\u00a0mobile<\/strong>, allowing them to navigate various terrains effectively.\r\n\r\n
      \r\n\t
    • While mobility is a key feature for battlefield robots,\u00a0static robots<\/strong>\u00a0find more widespread use in\u00a0industrial\u00a0<\/strong>and other\u00a0non-military<\/strong>\u00a0applications.<\/li>\r\n<\/ul>\r\n<\/li>\r\n\t
    • Autonomy of Robots:<\/strong>\u00a0This refers to the level of independence exhibited by a robot.\r\n\r\n
        \r\n\t
      • This can range from direct human control (remote operation) on one end of the spectrum to a more advanced state known as\u00a0'adaptive'\u00a0<\/strong>on the other.<\/li>\r\n\t
      • A machine is considered\u00a0adaptive\u00a0<\/strong>when it can\u00a0learn<\/strong>, enabling it to adjust, update, or modify its search parameters.<\/li>\r\n\t
      • It can even\u00a0evolve\u00a0<\/strong>its methods for\u00a0gathering information<\/strong>.<\/li>\r\n<\/ul>\r\n<\/li>\r\n\t
      • Contextual Constructs:\u00a0<\/strong>Robotic agents can assist soldiers in identifying dangers through contextual data -\u00a0paralinguistic<\/strong>,\u00a0demographic<\/strong>,\u00a0visual<\/strong>, and\u00a0physiological variables<\/strong>.\r\n\r\n
          \r\n\t
        • Robotics can be utilised in understanding acoustic variables or\u00a0paralinguistic variables<\/strong>\u00a0like speech intensity, pitch, etc. to recognise emotions from speech even under noisy conditions and stressful circumstances.<\/li>\r\n\t
        • Demographic variables\u00a0<\/strong>refer to characteristics like personality type, age, and gender, which can influence how soldiers interact with robots.<\/li>\r\n\t
        • Visual variables<\/strong>\u00a0refer to how robots process information from their surroundings. Providing\u00a0context\u00a0<\/strong>to the robot combined with the captured\u00a0image\u00a0<\/strong>would help it make sense of the battlefield situation.<\/li>\r\n\t
        • Robots can monitor\u00a0physiological variables<\/strong>\u00a0such as soldiers' physical and emotional state.<\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>\r\n

          Significance<\/h3>\r\n

          Robotics in warfare has significance in multiple aspects:<\/p>\r\n

            \r\n\t
          • Cost and Lives of Soldiers:<\/strong>\u00a0The robotic technology has matured to the point where affordable robots can be manufactured and employed.<\/li>\r\n\t
          • Speed and Precision:\u00a0<\/strong>The AI-powered robots, equipped with contextual understanding and adaptability, offer a significant advantage with their enhanced speed, strength, and precision in warfare.<\/li>\r\n\t
          • Efficiency:<\/strong>\u00a0In contrast to humans, robots do not require rest, sustenance, or recreational breaks during work and have high concentration.\r\n\r\n
              \r\n\t
            • Robots need to take breaks only for\u00a0recharging\u00a0<\/strong>or\u00a0refuelling<\/strong>, and the repetitive nature of complex, dangerous activities does not affect their efficiency or efficacy.<\/li>\r\n\t
            • They can be employed on the battlefield for tasks requiring incredibly\u00a0high concentration<\/strong>, and difficult for humans to sustain for long periods.<\/li>\r\n<\/ul>\r\n<\/li>\r\n\t
            • Difficult Tasks:<\/strong>\r\n
                \r\n\t
              • Robotic systems can operate in environments contaminated by\u00a0biological<\/strong>,\u00a0chemical\u00a0<\/strong>or\u00a0radiological weapons<\/strong>, where a human would have to wear a bulky suit and protective gear.<\/li>\r\n\t
              • They can sustain extremes of operating situations, like high\u00a0\u2018G\u2019 turns<\/strong>\u00a0(gravity force when you change direction and velocity due to\u00a0inertia<\/strong>) that can\u00a0render aircraft pilots inoperative<\/strong>. Unmanned systems can\u00a0fly faster<\/strong>\u00a0and turn harder.<\/li>\r\n\t
              • In\u00a0underwater operations<\/strong>, small\u00a0robotic boats\u00a0<\/strong>can operate in the rough ocean where waves are eighteen feet high or more, and human sailors would suffer serious physical injury from all the tossing about.<\/li>\r\n<\/ul>\r\n<\/li>\r\n\t
              • Aggressive attacking:<\/strong>\u00a0Humans can only react to incoming mortar rounds by taking cover at the last second, whereas the\u00a0Counter Rocket Artillery and Mortar (CRAM)<\/strong>, a robotic system\u00a0deployed in Iraq by the US<\/strong>, could\u00a0detect and shoot\u00a0<\/strong>them down before they arrived at the target.<\/li>\r\n<\/ul>\r\n

                Concerns<\/h3>\r\n
                  \r\n\t
                • Ethical concerns:<\/strong>\u00a0It raises ethical concerns as they may lack the ability to make moral judgments, potentially violating human rights and international humanitarian laws.<\/li>\r\n\t
                • No accountability:\u00a0<\/strong>The lack of clear accountability for actions taken by autonomous weapons poses a significant challenge.<\/li>\r\n\t
                • Unpredictability:\u00a0<\/strong>The unpredictable nature of autonomous systems poses a risk as to how they will respond in battlefield scenarios.<\/li>\r\n\t
                • Potential arms race:\u00a0<\/strong>It can lead to an arms race, with nations competing to enhance their robotic capabilities.<\/li>\r\n\t
                • Lack of empathy:\u00a0<\/strong>The removal of humans from decision-making eliminates the capacity for empathy and nuanced judgement.<\/li>\r\n\t
                • Fear of unemployment:\u00a0<\/strong>It could lead to a reduction in the demand for human military personnel, potentially leading to job losses.<\/li>\r\n<\/ul>\r\n

                  Applications of Robotics in Warfare<\/h2>\r\n

                  Robots provide diverse capabilities across a range of military operations across all domains.<\/p>\r\n

                    \r\n\t
                  • Surveillance and Reconnaissance:\u00a0<\/strong>The Unmanned Aircraft Systems (UAS) provides vital\u00a0intelligence<\/strong>,\u00a0surveillance<\/strong>, and\u00a0reconnaissance\u00a0<\/strong>(ISR) capabilities to troops.\r\n\r\n
                      \r\n\t
                    • From large platforms like the\u00a0Predator\u00a0<\/strong>and\u00a0Global Hawk\u00a0<\/strong>to smaller drones like the\u00a0Raven\u00a0<\/strong>and\u00a0Wasp<\/strong>, UAS has become essential for both tactical and strategic operations.<\/li>\r\n<\/ul>\r\n<\/li>\r\n\t
                    • Search Operations:\u00a0<\/strong>Unmanned Ground Vehicles (UGVs) have proven their worth, especially in\u00a0combating improvised explosive devices (IEDs)<\/strong>\u00a0and explosive detection.\r\n\r\n
                        \r\n\t
                      • Robots like\u00a0PackBot\u00a0<\/strong>and\u00a0TALON\u00a0<\/strong>are used for tasks such as Explosive Ordnance Disposal (EOD) and reconnaissance.<\/li>\r\n\t
                      • New designs like\u00a0MARCBOT\u00a0<\/strong>and\u00a0MAARS\u00a0<\/strong>are equipped with advanced features like\u00a0weaponry\u00a0<\/strong>and\u00a0detection\u00a0<\/strong>equipment.<\/li>\r\n<\/ul>\r\n<\/li>\r\n\t
                      • Medical Assistance and Evacuation:<\/strong>\u00a0Robots like\u00a0Bloodhound\u00a0<\/strong>and\u00a0REV\u00a0<\/strong>are designed to provide\u00a0medical assistance\u00a0<\/strong>and\u00a0evacuation\u00a0<\/strong>in combat situations.<\/li>\r\n\t
                      • Transportation:<\/strong>\u00a0The introduction of the\u00a0Multifunction Utility\/Logistics and Equipment Vehicle (MULE)<\/strong>, similar to a robotic pack mule.\r\n\r\n
                          \r\n\t
                        • It offers promising prospects for\u00a0carrying equipment and supplies<\/strong>\u00a0in challenging terrains.<\/li>\r\n<\/ul>\r\n<\/li>\r\n\t
                        • Mine Clearance:\u00a0<\/strong>Unmanned Maritime Vehicles (UMVs) are gaining importance, particularly in\u00a0Mine Counter-Measures (MCM)<\/strong>\u00a0operations.\r\n\r\n
                            \r\n\t
                          • Unmanned surface vehicles (USVs)<\/strong>\u00a0and\u00a0undersea vehicles (UUVs)<\/strong>\u00a0play crucial roles in\u00a0mine hunting<\/strong>,\u00a0sweeping<\/strong>, and other maritime security tasks.<\/li>\r\n\t
                          • Submarine-launched UAVs, like the\u00a0Cormorant<\/strong>, extend the operational range of naval forces.<\/li>\r\n<\/ul>\r\n<\/li>\r\n\t
                          • Training:\u00a0<\/strong>The futuristic utility of Robots lies in giving\u00a0combat training\u00a0<\/strong>and providing an interactive training solution that simulates live combat.<\/li>\r\n<\/ul>\r\n

                            Global Developments in Military Robotics<\/h2>\r\n

                            Presently, the\u00a0United States<\/strong>\u00a0leads in military robot usage, but countries like\u00a0China, Russia, India\u00a0<\/strong>and othersare making significant investments in research and development to close the gap.<\/p>\r\n

                            \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
                            Robot<\/strong><\/td>\r\nCountry<\/strong><\/td>\r\nDetails<\/strong><\/td>\r\n<\/tr>\r\n
                            PackBot<\/strong><\/td>\r\nUSA<\/td>\r\n\r\n

                            - It is a series of military robots by Endeavor Robotics which were used in\u00a0Iraq\u00a0<\/strong>and\u00a0Afghanistan<\/strong>.<\/p>\r\n

                            - Aided in searching through the debris of the\u00a0World Trade Center\u00a0<\/strong>after 9\/11 in 2001.<\/p>\r\n

                            - Implemented in the damaged\u00a0Fukushima nuclear plant\u00a0<\/strong>to assess the site.<\/p>\r\n

                            - To be used in collaboration with\u00a0NASA\u00a0<\/strong>for their rovers and probes in future.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                            TALON<\/strong><\/td>\r\nUSA<\/td>\r\n\r\n

                            - It is a\u00a0remotely operated\u00a0<\/strong>vehicle, and it is a small, tracked military robot designed for missions ranging from\u00a0reconnaissance\u00a0<\/strong>to\u00a0combat<\/strong>.<\/p>\r\n

                            - It was used for a classified mission by US Special Forces in the war against the\u00a0Taliban\u00a0<\/strong>in\u00a0Afghanistan<\/strong>.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                            Shahed-129<\/strong><\/td>\r\nIran<\/td>\r\n\r\n

                            - It is a\u00a0single<\/strong>-engine<\/strong>,\u00a0medium<\/strong>-altitude<\/strong>\u00a0and\u00a0long<\/strong>-endurance<\/strong>\u00a0unmanned combat aerial vehicle (UCAV<\/strong>).<\/p>\r\n

                            - It is capable of\u00a0combat\u00a0<\/strong>and\u00a0reconnaissance\u00a0<\/strong>missions and has an endurance of 24 hours; it is similar in size, shape and role to the\u00a0American MQ-1 Predator<\/strong>.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                            Rex MK II<\/strong><\/td>\r\nIsrael<\/td>\r\n\r\n

                            - It is a multi-mission system providing direct support to manoeuvring infantry units.<\/p>\r\n

                            - It can perform a variety of tasks:<\/p>\r\n

                              \r\n\t
                            • tactical logistic support<\/li>\r\n\t
                            • tactical ISR<\/li>\r\n\t
                            • operating lethal weapons through target acquisition<\/li>\r\n\t
                            • evacuating wounded soldiers<\/li>\r\n<\/ul>\r\n

                              - The Rex includes a \u201cfollow-me\u201d driving mode adapted for infantry forces.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                            THeMIS<\/strong><\/td>\r\nEstonia<\/td>\r\n\r\n

                            - It is an unmanned ground vehicle (UGV), a ground-based armed drone vehicle.<\/p>\r\n

                            - The main purpose of the THeMIS Transport is to support on-base\u00a0logistics\u00a0<\/strong>and provide last-mile\u00a0resupply\u00a0<\/strong>for fighting units on the front line.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                            MQ-1 Predator<\/strong><\/td>\r\nUSA<\/td>\r\n\r\n

                            - It is often referred to as the Predator drone, which is a\u00a0remotely piloted aircraft<\/strong>\u00a0(RPA).<\/p>\r\n

                            - It was used primarily by the United States Air Force (USAF) and the Central Intelligence Agency (CIA).<\/p>\r\n<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<\/figure>\r\n

                            India\u2019s Developments in Military Robotics<\/h2>\r\n

                            India recognises the potential of robotic technology for military applications. As a result, it has been actively advancing in this field through organisations like the\u00a0Defence Research and Development Organisation (DRDO)<\/strong>\u00a0and other\u00a0public sector enterprises<\/strong>.<\/p>\r\n

                              \r\n\t
                            • Centre for Artificial Intelligence and Robotics (CAIR):\u00a0<\/strong>It was established in 1986 with a primary research focus on Artificial Intelligence (AI), Robotics, and Control systems.<\/li>\r\n\t
                            • DRDO:<\/strong>\u00a0The DRDO, in collaboration with Hindustan Aeronautics Limited and the Aeronautical Development Agency, has been actively involved in the development of a diverse range of Unmanned Aerial Vehicles (UAVs<\/strong>)and Unmanned Combat Aerial Vehicles (UCAVs<\/strong>).<\/li>\r\n<\/ul>\r\n

                              Indian Military Robots<\/h3>\r\n
                              \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
                              Robots<\/strong><\/td>\r\nFeatures<\/strong><\/td>\r\n<\/tr>\r\n
                              Lakshya<\/strong><\/td>\r\n\r\n

                              - Lakshya is a reusable high subsonic aerial target system using a gas turbine engine and can be launched either from land or ship.<\/p>\r\n

                              - It can carry two tow targets of 1.5 km lengths each, having radar, IR or visual signature augmentation and Miss Distance Indication Scoring System.<\/p>\r\n

                              - It was inducted into the Indian Air Force (2001), Indian Navy (2001) and Indian Army (2003).<\/p>\r\n

                              -\u00a0Lakshya-2\u00a0<\/strong>is the advanced version of Lakshya-1. It is a target for weapon systems like radar-guided and heat-seeking air-to-air missiles and surface-to-air missiles with enhanced endurance, autonomous and low-level flight capability and automated test equipment.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                              Daksh<\/strong><\/td>\r\n\r\n

                              - It is an\u00a0electrically powered<\/strong>,\u00a0remotely controlled\u00a0<\/strong>robot, specialising in locating, handling, and safely neutralising hazardous objects, and can operate for 3 hours.<\/p>\r\n

                              - It has an impressive array of capabilities, including the ability to\u00a0locate bombs via X-ray technology<\/strong>, pick them up using a gripper arm, and\u00a0defuse\u00a0<\/strong>them with a jet of water.<\/p>\r\n

                              - This remotely operated vehicle (ROV) can be controlled by fibre optic communication over a 100m distance or can be controlled by wireless communication over a 500m line of sight.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                              'Netra' UAV<\/strong><\/td>\r\n- It stands as a testament to India's progress in this field, designed for conducting\u00a0surveillance\u00a0<\/strong>and\u00a0reconnaissance\u00a0<\/strong>operations, particularly in\u00a0counter-terrorist scenarios<\/strong>\u00a0within urban and forest environments.<\/td>\r\n<\/tr>\r\n
                              Confined Space Remotely Operated Vehicle (CSROV)<\/strong><\/td>\r\n\r\n

                              - Also known as\u00a0DAKSH MINI<\/strong>. It is a\u00a0battery-operated<\/strong>\u00a0tracked vehicle with multiple degrees of freedom manipulator arm\u00a0(telescopic arm)<\/strong>\u00a0weighing not more than 100 kg.<\/p>\r\n

                              - DAKSH MINI is capable of\u00a0extracting suspected objects<\/strong>\u00a0with a telescopic manipulator arm.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                              Surveillance Remotely Operated Vehicle (SROV)<\/strong><\/td>\r\n\r\n

                              - The\u00a0DAKSH-SCOUT<\/strong>\u00a0is\u00a0remotely controlled\u00a0<\/strong>from a portable Operator Console using\u00a0Radio Frequency<\/strong>.<\/p>\r\n

                              - It has an adequate number of\u00a0cameras\u00a0<\/strong>suitably mounted on the platform for real-time viewing in front, at the rear and on either side.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                              Unexploded Ordnance Handling Robot (UXOR)<\/strong><\/td>\r\n\r\n

                              - It is capable of handling, diffusing and detectingUnexploded Ordnance (UXO) such as\u00a0bombs\u00a0<\/strong>and\u00a0missiles\u00a0<\/strong>up to 1000 kg remotely from a 1km line of sight.<\/p>\r\n

                              - It is based on an\u00a0IC Engine<\/strong>, tracked Skid Steer Loader platform, with good cross-country mobility and six hours of endurance.<\/p>\r\n<\/td>\r\n<\/tr>\r\n

                              Robot Mules<\/strong><\/td>\r\n- DRDO is exploring the use of robot mules for\u00a0transporting\u00a0<\/strong>arms and equipment in challenging terrains and high-altitude environments.<\/td>\r\n<\/tr>\r\n
                              UGVs<\/strong><\/td>\r\n- There is a need for\u00a0Nuclear Biological and Chemical (NBC)<\/strong>\u00a0surveillance vehicles, hence, an Unmanned Ground Vehicle (UGV) is being developed at\u00a0VRDE, Ahmednagar<\/strong>, and is going for trial runs.<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<\/figure>\r\n

                              India\u2019s Security Measures against Military Robots<\/h3>\r\n

                              The following are the countermeasure developments in India:<\/p>\r\n

                                \r\n\t
                              • Indrajaal:<\/strong>\u00a0Hyderabad-based Grene Robotics unveiled India\u2019s first AI-powered anti-drone system,\u00a0Indrajaal<\/strong>.\r\n\r\n
                                  \r\n\t
                                • The system provides a wide-area\u00a0Counter-Unmanned Aircraft System (C-UAS)<\/strong>\u00a0and is capable of protecting vital installations and entire cities from various types of drones.<\/li>\r\n\t
                                • It offers\u00a0360-degree protection<\/strong>\u00a0with real-time threat detection, identification, classification, tracking, and neutralisation capabilities.<\/li>\r\n\t
                                • It addresses a range of autonomous drone threats, from low radar cross-section to high-altitude long-endurance UAVs, loitering munitions, and swarm drones.<\/li>\r\n<\/ul>\r\n<\/li>\r\n\t
                                • Comprehensive Integrated Border Management System (CIBMS):\u00a0<\/strong>Itinvolves the deployment of a range of\u00a0state-of-the-art surveillance\u00a0<\/strong>technologies such as\u00a0thermal imagers, infrared\u00a0<\/strong>and\u00a0laser-basedintruder alarms, aerostats\u00a0<\/strong>for aerial surveillance, and\u00a0unattended ground sensors.<\/strong>\r\n
                                    \r\n\t
                                  • It helps in detecting intrusion bids, radars, sonar systems to\u00a0secure riverine borders<\/strong>, fibre-optic sensors and a command and control system that shall receive data from all surveillance devices in real-time.<\/li>\r\n\t
                                  • Implementation of<\/li>\r\n\t
                                  • CIBMS projects on the\u00a0Indo-Pakistan<\/strong>\u00a0and\u00a0Indo-Bangladesh<\/strong>\u00a0border will enhance the capabilities of the Border Security Force (BSF).<\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>","protected":false},"excerpt":{"rendered":"

                                    The use of Robotics in Warfare is the modern era\u2019s development on the battlefield which has its implications and several advantages and disadvantages as covered in the article below.<\/p>\n","protected":false},"author":6,"featured_media":4214,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[173],"tags":[40,196],"class_list":{"0":"post-4213","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-quest-level-3","8":"tag-quest","9":"tag-robotics-in-warfare"},"acf":[],"_links":{"self":[{"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/posts\/4213","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/comments?post=4213"}],"version-history":[{"count":1,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/posts\/4213\/revisions"}],"predecessor-version":[{"id":19856,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/posts\/4213\/revisions\/19856"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/media\/4214"}],"wp:attachment":[{"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/media?parent=4213"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/categories?post=4213"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vajiramandravi.com\/upsc-exam\/wp-json\/wp\/v2\/tags?post=4213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}